SOTAVerified

Object Detection

Papers

Showing 94519475 of 10957 papers

TitleStatusHype
PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras0
Drishtikon: An advanced navigational aid system for visually impaired people0
Detecting inter-sectional accuracy differences in driver drowsiness detection algorithms0
Transferable Semi-supervised 3D Object Detection from RGB-D Data0
DirectShape: Direct Photometric Alignment of Shape Priors for Visual Vehicle Pose and Shape Estimation0
Leveraging Orientation for Weakly Supervised Object Detection with Application to Firearm LocalizationCode0
Detecting retail products in situ using CNN without human effort labeling0
Attention Augmented Convolutional NetworksCode0
Data-Driven Neuron Allocation for Scale Aggregation NetworksCode0
Multiple receptive fields and small-object-focusing weakly-supervised segmentation network for fast object detection0
Automated Focal Loss for Image based Object Detection0
Deep Learning Based Automatic Video Annotation Tool for Self-Driving Car0
Salient Object Detection in the Deep Learning Era: An In-Depth SurveyCode0
Salient Object Detection: A Distinctive Feature Integration Model0
Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionCode0
Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data0
CornerNet-Lite: Efficient Keypoint Based Object DetectionCode0
Deep Optics for Monocular Depth Estimation and 3D Object Detection0
RepGN:Object Detection with Relational Proposal Graph Network0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
A deep learning based solution for construction equipment detection: from development to deployment0
3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning ModelsCode0
2D Car Detection in Radar Data with PointNets0
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object DetectionCode0
Clustered Object Detection in Aerial ImagesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified